Overview

Dataset info

Number of variables51
Number of observations1011
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory402.9 KiB
Average record size in memory408.1 B

Variables types

Numeric23
Categorical14
Boolean8
Date0
URL0
Text (Unique)1
Rejected5
Unsupported0

Warnings

Change_%_Copper has a high cardinality: 355 distinct values Warning
Change_%_Live_Cattle has a high cardinality: 330 distinct values Warning
Change_%_Lumber has a high cardinality: 444 distinct values Warning
Change_%_WTI has a high cardinality: 424 distinct values Warning
Change_OJ has a high cardinality: 420 distinct values Warning
Change_US_Cotton_2 has a high cardinality: 361 distinct values Warning
Change_US_Soybean_Oil has a high cardinality: 332 distinct values Warning
Change_US_Wheat has a high cardinality: 422 distinct values Warning
date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
precip_DAL has 760 (75.2%) zeros Zeros
precip_GUA has 845 (83.6%) zeros Zeros
precip_HUS has 713 (70.5%) zeros Zeros
precip_JUA has 897 (88.7%) zeros Zeros
precip_LEO has 956 (94.6%) zeros Zeros
precip_MEX has 762 (75.4%) zeros Zeros
precip_MON has 521 (51.5%) zeros Zeros
precip_PHO has 922 (91.2%) zeros Zeros
precip_PUE has 714 (70.6%) zeros Zeros
precip_SDO has 901 (89.1%) zeros Zeros
precip_TOR has 603 (59.6%) zeros Zeros
precip_TUL has 726 (71.8%) zeros Zeros
precip_VAN has 584 (57.8%) zeros Zeros
temp_GUA has 111 (11.0%) zeros Zeros
temp_HUS is highly correlated with temp_DAL (ρ = 0.9295253638) Rejected
temp_LEO has 516 (51.0%) zeros Zeros
temp_MEX has 120 (11.9%) zeros Zeros
temp_MON has 35 (3.5%) zeros Zeros
temp_PEU has 51 (5.0%) zeros Zeros
temp_TOR is highly correlated with temp_MON (ρ = 0.9020876494) Rejected
temp_TUL is highly correlated with temp_DAL (ρ = 0.9617851125) Rejected
temp_VAN has 13 (1.3%) zeros Zeros
Vol_Copper has a high cardinality: 347 distinct values Warning
Vol_Live_Cattle has a high cardinality: 616 distinct values Warning
Vol_Lumber has a high cardinality: 107 distinct values Warning
Vol_OJ has a high cardinality: 175 distinct values Warning
Vol_US_Cotton_2 has constant value "0" Rejected
Vol_US_Soybean_Oil has a high cardinality: 603 distinct values Warning
Vol_US_Wheat has constant value "0" Rejected
Vol_WTI has a high cardinality: 684 distinct values Warning

Variables

Change_%_Copper
Categorical

Distinct count355
Unique (%)35.1%
Missing (%)0.0%
Missing (n)0
0
301
0.10%
 
8
0.53%
 
7
Other values (352)
695
ValueCountFrequency (%) 
0 301 29.8%
 
0.10% 8 0.8%
 
0.53% 7 0.7%
 
0.04% 7 0.7%
 
-0.04% 7 0.7%
 
0.48% 6 0.6%
 
0.26% 6 0.6%
 
-0.30% 6 0.6%
 
0.00% 6 0.6%
 
-0.73% 6 0.6%
 
Other values (345) 651 64.4%
 
Max length6
Mean length4.158259149
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_%_Live_Cattle
Categorical

Distinct count330
Unique (%)32.6%
Missing (%)0.0%
Missing (n)0
0
313
0.00%
 
14
0.28%
 
9
Other values (327)
675
ValueCountFrequency (%) 
0 313 31.0%
 
0.00% 14 1.4%
 
0.28% 9 0.9%
 
0.02% 7 0.7%
 
-0.25% 7 0.7%
 
-0.02% 7 0.7%
 
-0.18% 7 0.7%
 
-0.57% 6 0.6%
 
0.77% 6 0.6%
 
-0.14% 6 0.6%
 
Other values (320) 629 62.2%
 
Max length7
Mean length4.088031652
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_%_Lumber
Categorical

Distinct count444
Unique (%)43.9%
Missing (%)0.0%
Missing (n)0
0
313
0.00%
 
7
-0.03%
 
6
Other values (441)
685
ValueCountFrequency (%) 
0 313 31.0%
 
0.00% 7 0.7%
 
-0.03% 6 0.6%
 
-1.82% 5 0.5%
 
-0.70% 5 0.5%
 
1.59% 5 0.5%
 
0.78% 4 0.4%
 
0.37% 4 0.4%
 
0.35% 4 0.4%
 
-1.25% 4 0.4%
 
Other values (434) 654 64.7%
 
Max length7
Mean length4.103857567
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_%_WTI
Categorical

Distinct count424
Unique (%)41.9%
Missing (%)0.0%
Missing (n)0
0
280
0.38%
 
7
0.13%
 
5
Other values (421)
719
ValueCountFrequency (%) 
0 280 27.7%
 
0.38% 7 0.7%
 
0.13% 5 0.5%
 
1.06% 5 0.5%
 
-0.03% 5 0.5%
 
0.57% 5 0.5%
 
-0.17% 5 0.5%
 
0.42% 5 0.5%
 
0.69% 5 0.5%
 
0.07% 5 0.5%
 
Other values (414) 684 67.7%
 
Max length6
Mean length4.213649852
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_OJ
Categorical

Distinct count420
Unique (%)41.5%
Missing (%)0.0%
Missing (n)0
0
313
-0.45%
 
6
0.54%
 
6
Other values (417)
686
ValueCountFrequency (%) 
0 313 31.0%
 
-0.45% 6 0.6%
 
0.54% 6 0.6%
 
-0.22% 5 0.5%
 
0.41% 5 0.5%
 
0.00% 5 0.5%
 
-0.73% 5 0.5%
 
-0.03% 5 0.5%
 
0.66% 4 0.4%
 
-0.55% 4 0.4%
 
Other values (410) 653 64.6%
 
Max length6
Mean length4.113748764
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_US_Cotton_2
Categorical

Distinct count361
Unique (%)35.7%
Missing (%)0.0%
Missing (n)0
0
311
0.42%
 
7
-0.74%
 
7
Other values (358)
686
ValueCountFrequency (%) 
0 311 30.8%
 
0.42% 7 0.7%
 
-0.74% 7 0.7%
 
0.13% 7 0.7%
 
-0.39% 6 0.6%
 
0.44% 6 0.6%
 
0.14% 6 0.6%
 
-0.09% 6 0.6%
 
-0.33% 5 0.5%
 
-0.89% 5 0.5%
 
Other values (351) 645 63.8%
 
Max length6
Mean length4.12363996
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_US_Soybean_Oil
Categorical

Distinct count332
Unique (%)32.8%
Missing (%)0.0%
Missing (n)0
0
298
0.00%
 
10
0.03%
 
10
Other values (329)
693
ValueCountFrequency (%) 
0 298 29.5%
 
0.00% 10 1.0%
 
0.03% 10 1.0%
 
-0.06% 9 0.9%
 
-0.03% 8 0.8%
 
0.07% 8 0.8%
 
-0.10% 7 0.7%
 
0.06% 7 0.7%
 
-0.59% 6 0.6%
 
-0.34% 6 0.6%
 
Other values (322) 642 63.5%
 
Max length6
Mean length4.191889219
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Change_US_Wheat
Categorical

Distinct count422
Unique (%)41.7%
Missing (%)0.0%
Missing (n)0
0
302
0.00%
 
10
-0.34%
 
8
Other values (419)
691
ValueCountFrequency (%) 
0 302 29.9%
 
0.00% 10 1.0%
 
-0.34% 8 0.8%
 
0.35% 6 0.6%
 
-0.05% 6 0.6%
 
1.53% 5 0.5%
 
0.64% 5 0.5%
 
-1.59% 5 0.5%
 
-0.72% 4 0.4%
 
-0.76% 4 0.4%
 
Other values (412) 656 64.9%
 
Max length6
Mean length4.164193867
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

date
Categorical, Unique

First 5 values
2017-01-01
2017-01-02
2017-01-03
2017-01-04
2017-01-05
Last 5 values
2019-11-29
2019-11-30
2019-12-01
2019-12-02
2019-12-03

First 5 values

ValueCountFrequency (%) 
2017-01-01 1 0.1%
 
2017-01-02 1 0.1%
 
2017-01-03 1 0.1%
 
2017-01-04 1 0.1%
 
2017-01-05 1 0.1%
 

Last 5 values

ValueCountFrequency (%) 
2019-12-03 1 0.1%
 
2019-12-02 1 0.1%
 
2019-12-01 1 0.1%
 
2019-11-30 1 0.1%
 
2019-11-29 1 0.1%
 

precip_DAL
Numeric

Distinct count99
Unique (%)9.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.966369931
Minimum0
Maximum97.3
Zeros (%)75.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile20.35
Maximum97.3
Range97.3
Interquartile range0

Descriptive statistics

Standard deviation10.15073311
Coef of variation3.421937705
Kurtosis29.11426819
Mean2.966369931
MAD4.86364902
Skewness5.003596053
Sum2999
Variance103.0373828
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 0.4 2.4 4.2 10.15 33.25 97.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 760 75.2%
 
0.3 34 3.4%
 
0.8 12 1.2%
 
1 11 1.1%
 
1.8 10 1.0%
 
1.5 9 0.9%
 
0.5 8 0.8%
 
2 7 0.7%
 
2.3 7 0.7%
 
9.1 6 0.6%
 
Other values (89) 147 14.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 760 75.2%
 
0.3 34 3.4%
 
0.5 8 0.8%
 
0.8 12 1.2%
 
1 11 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
97.3 1 0.1%
 
89.4 1 0.1%
 
73.4 1 0.1%
 
70.4 1 0.1%
 
69.9 1 0.1%
 

precip_GUA
Numeric

Distinct count78
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.607121662
Minimum0
Maximum61.7
Zeros (%)83.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile11.05
Maximum61.7
Range61.7
Interquartile range0

Descriptive statistics

Standard deviation6.216226668
Coef of variation3.867925382
Kurtosis37.63914175
Mean1.607121662
MAD2.770726753
Skewness5.610862613
Sum1624.8
Variance38.64147398
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 1.15 2.65 12.45 36.05 61.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 845 83.6%
 
0.5 13 1.3%
 
1 10 1.0%
 
0.8 10 1.0%
 
0.3 9 0.9%
 
1.5 7 0.7%
 
2.5 6 0.6%
 
2 6 0.6%
 
1.3 5 0.5%
 
5.1 3 0.3%
 
Other values (68) 97 9.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 845 83.6%
 
0.3 9 0.9%
 
0.5 13 1.3%
 
0.8 10 1.0%
 
1 10 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
61.7 1 0.1%
 
60.5 1 0.1%
 
59.9 1 0.1%
 
48.5 1 0.1%
 
44.7 1 0.1%
 

precip_HUS
Numeric

Distinct count111
Unique (%)11.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.456676558
Minimum0
Maximum306.6
Zeros (%)70.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.5
95-th percentile23.9
Maximum306.6
Range306.6
Interquartile range0.5

Descriptive statistics

Standard deviation19.24940432
Coef of variation4.319228482
Kurtosis128.8492908
Mean4.456676558
MAD7.150059729
Skewness10.02308219
Sum4505.7
Variance370.5395668
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 1.500e-01 9.000e-01 5.200e+00 1.495e+01 4.180e+01 8.740e+01 3.066e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 713 70.5%
 
0.3 35 3.5%
 
0.5 18 1.8%
 
0.8 18 1.8%
 
1.8 10 1.0%
 
2.5 9 0.9%
 
1.3 9 0.9%
 
4.3 8 0.8%
 
1.5 7 0.7%
 
2 6 0.6%
 
Other values (101) 178 17.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 713 70.5%
 
0.3 35 3.5%
 
0.5 18 1.8%
 
0.8 18 1.8%
 
1 4 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
306.6 1 0.1%
 
279.1 1 0.1%
 
239 1 0.1%
 
152.4 1 0.1%
 
121.7 1 0.1%
 

precip_JUA
Numeric

Distinct count51
Unique (%)5.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.621859545
Minimum0
Maximum36.8
Zeros (%)88.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2.65
Maximum36.8
Range36.8
Interquartile range0

Descriptive statistics

Standard deviation3.117702077
Coef of variation5.013514872
Kurtosis55.73004843
Mean0.621859545
MAD1.118931907
Skewness7.049863863
Sum628.7
Variance9.720066242
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 0.4 3.95 11.4 36.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 897 88.7%
 
0.3 22 2.2%
 
0.8 9 0.9%
 
0.5 6 0.6%
 
1.5 5 0.5%
 
1.8 5 0.5%
 
2.5 5 0.5%
 
3.6 4 0.4%
 
3 4 0.4%
 
2 4 0.4%
 
Other values (41) 50 4.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 897 88.7%
 
0.3 22 2.2%
 
0.5 6 0.6%
 
0.8 9 0.9%
 
1 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
36.8 1 0.1%
 
30 1 0.1%
 
27.4 1 0.1%
 
26.9 1 0.1%
 
26.7 1 0.1%
 

precip_LEO
Numeric

Distinct count37
Unique (%)3.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5508407517
Minimum0
Maximum70.9
Zeros (%)94.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.4
Maximum70.9
Range70.9
Interquartile range0

Descriptive statistics

Standard deviation4.254710469
Coef of variation7.724029959
Kurtosis166.4400972
Mean0.5508407517
MAD1.044336629
Skewness11.92099137
Sum556.9
Variance18.10256117
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=37)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 2.4 15.45 70.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 956 94.6%
 
0.5 6 0.6%
 
0.3 4 0.4%
 
2.3 3 0.3%
 
1 3 0.3%
 
1.5 3 0.3%
 
0.8 2 0.2%
 
1.8 2 0.2%
 
3.3 2 0.2%
 
6.1 2 0.2%
 
Other values (27) 28 2.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 956 94.6%
 
0.3 4 0.4%
 
0.5 6 0.6%
 
0.8 2 0.2%
 
1 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
70.9 1 0.1%
 
67.3 1 0.1%
 
54.1 1 0.1%
 
33.3 1 0.1%
 
29.5 1 0.1%
 

precip_MEX
Numeric

Distinct count75
Unique (%)7.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.564490603
Minimum0
Maximum46.2
Zeros (%)75.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile10.55
Maximum46.2
Range46.2
Interquartile range0

Descriptive statistics

Standard deviation4.519361561
Coef of variation2.888711221
Kurtosis24.98241333
Mean1.564490603
MAD2.486661951
Skewness4.431744795
Sum1581.7
Variance20.42462892
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 1.15 6.5 12.05 19.95 46.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 762 75.4%
 
0.3 22 2.2%
 
0.5 17 1.7%
 
0.8 13 1.3%
 
1 12 1.2%
 
1.8 11 1.1%
 
6.1 7 0.7%
 
1.3 7 0.7%
 
2.3 6 0.6%
 
4.3 6 0.6%
 
Other values (65) 148 14.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 762 75.4%
 
0.3 22 2.2%
 
0.5 17 1.7%
 
0.8 13 1.3%
 
1 12 1.2%
 

Maximum 5 values

ValueCountFrequency (%) 
46.2 1 0.1%
 
36.1 1 0.1%
 
34 1 0.1%
 
31.5 1 0.1%
 
28.2 1 0.1%
 

precip_MON
Numeric

Distinct count176
Unique (%)17.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.216419387
Minimum0
Maximum64.8
Zeros (%)51.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q32.8
95-th percentile17
Maximum64.8
Range64.8
Interquartile range2.8

Descriptive statistics

Standard deviation7.231239122
Coef of variation2.248226445
Kurtosis18.38352746
Mean3.216419387
MAD4.403743197
Skewness3.781562391
Sum3251.8
Variance52.29081925
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.1 0.25 0.55 1.45 4.15 11.55 20.3 32.65 64.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 521 51.5%
 
0.2 59 5.8%
 
0.3 18 1.8%
 
0.4 16 1.6%
 
0.5 16 1.6%
 
0.9 14 1.4%
 
1 11 1.1%
 
0.7 9 0.9%
 
1.4 8 0.8%
 
1.3 7 0.7%
 
Other values (166) 332 32.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 521 51.5%
 
0.2 59 5.8%
 
0.3 18 1.8%
 
0.4 16 1.6%
 
0.5 16 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
64.8 1 0.1%
 
58.8 1 0.1%
 
51.3 1 0.1%
 
49.9 1 0.1%
 
44.4 1 0.1%
 

precip_PHO
Numeric

Distinct count43
Unique (%)4.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4798219585
Minimum0
Maximum59.9
Zeros (%)91.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1.5
Maximum59.9
Range59.9
Interquartile range0

Descriptive statistics

Standard deviation3.22856808
Coef of variation6.728679302
Kurtosis206.7368127
Mean0.4798219585
MAD0.8805008409
Skewness12.9177081
Sum485.1
Variance10.42365185
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=43)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 0.4 2.15 8.65 24.55 59.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 922 91.2%
 
0.3 15 1.5%
 
0.8 7 0.7%
 
0.5 6 0.6%
 
1.3 5 0.5%
 
1 4 0.4%
 
1.8 4 0.4%
 
1.5 3 0.3%
 
2 3 0.3%
 
2.3 2 0.2%
 
Other values (33) 40 4.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 922 91.2%
 
0.3 15 1.5%
 
0.5 6 0.6%
 
0.8 7 0.7%
 
1 4 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
59.9 1 0.1%
 
55.6 1 0.1%
 
25.7 1 0.1%
 
23.4 1 0.1%
 
21.8 1 0.1%
 

precip_PUE
Numeric

Distinct count85
Unique (%)8.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.056478734
Minimum0
Maximum78.7
Zeros (%)70.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.8
95-th percentile12.2
Maximum78.7
Range78.7
Interquartile range0.8

Descriptive statistics

Standard deviation5.672295453
Coef of variation2.758256314
Kurtosis43.42224513
Mean2.056478734
MAD3.131552135
Skewness5.213098626
Sum2079.1
Variance32.17493571
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 1.15 3.95 8.75 18.65 40.25 78.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 714 70.6%
 
0.5 22 2.2%
 
0.3 19 1.9%
 
0.8 14 1.4%
 
1 14 1.4%
 
1.5 12 1.2%
 
7.9 10 1.0%
 
1.8 9 0.9%
 
3.3 9 0.9%
 
2.5 8 0.8%
 
Other values (75) 180 17.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 714 70.6%
 
0.3 19 1.9%
 
0.5 22 2.2%
 
0.8 14 1.4%
 
1 14 1.4%
 

Maximum 5 values

ValueCountFrequency (%) 
78.7 1 0.1%
 
41.9 1 0.1%
 
38.6 1 0.1%
 
36.6 1 0.1%
 
35.3 1 0.1%
 

precip_SDO
Numeric

Distinct count44
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5973293769
Minimum0
Maximum59.4
Zeros (%)89.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2.4
Maximum59.4
Range59.4
Interquartile range0

Descriptive statistics

Standard deviation3.414781902
Coef of variation5.716748638
Kurtosis127.2009565
Mean0.5973293769
MAD1.079146011
Skewness9.970577667
Sum603.9
Variance11.66073543
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=44)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 0.65 4.95 19.6 59.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 901 89.1%
 
0.3 21 2.1%
 
0.5 11 1.1%
 
1.8 8 0.8%
 
4.1 5 0.5%
 
0.8 5 0.5%
 
1.3 4 0.4%
 
1 4 0.4%
 
2.8 4 0.4%
 
3.8 4 0.4%
 
Other values (34) 44 4.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 901 89.1%
 
0.3 21 2.1%
 
0.5 11 1.1%
 
0.8 5 0.5%
 
1 4 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
59.4 1 0.1%
 
39.9 1 0.1%
 
34.8 1 0.1%
 
28.2 1 0.1%
 
27.2 1 0.1%
 

precip_TOR
Numeric

Distinct count151
Unique (%)14.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.422947577
Minimum0
Maximum58.2
Zeros (%)59.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31.2
95-th percentile14.85
Maximum58.2
Range58.2
Interquartile range1.2

Descriptive statistics

Standard deviation6.022073885
Coef of variation2.485433009
Kurtosis19.7795371
Mean2.422947577
MAD3.552530082
Skewness3.89556996
Sum2449.6
Variance36.26537388
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.1 0.25 1.05 3.35 8.9 18.65 33.2 58.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 603 59.6%
 
0.2 62 6.1%
 
0.4 19 1.9%
 
0.3 15 1.5%
 
0.5 13 1.3%
 
1.4 9 0.9%
 
0.6 9 0.9%
 
4.3 8 0.8%
 
1 8 0.8%
 
0.7 8 0.8%
 
Other values (141) 257 25.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 603 59.6%
 
0.2 62 6.1%
 
0.3 15 1.5%
 
0.4 19 1.9%
 
0.5 13 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
58.2 1 0.1%
 
52.9 1 0.1%
 
38.8 1 0.1%
 
36.1 1 0.1%
 
33.3 1 0.1%
 

precip_TUL
Numeric

Distinct count109
Unique (%)10.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.360435213
Minimum0
Maximum103.4
Zeros (%)71.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.5
95-th percentile20.45
Maximum103.4
Range103.4
Interquartile range0.5

Descriptive statistics

Standard deviation10.03489148
Coef of variation2.98618805
Kurtosis28.44095742
Mean3.360435213
MAD5.288276633
Skewness4.780042256
Sum3397.4
Variance100.6990469
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.15 0.65 1.9 6.75 18.15 43.3 103.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 726 71.8%
 
0.3 28 2.8%
 
0.5 17 1.7%
 
1.3 13 1.3%
 
1.5 10 1.0%
 
0.8 8 0.8%
 
3 8 0.8%
 
6.4 7 0.7%
 
1.8 7 0.7%
 
4.3 5 0.5%
 
Other values (99) 182 18.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 726 71.8%
 
0.3 28 2.8%
 
0.5 17 1.7%
 
0.8 8 0.8%
 
1 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
103.4 1 0.1%
 
81 1 0.1%
 
80 1 0.1%
 
72.6 1 0.1%
 
71.4 1 0.1%
 

precip_VAN
Numeric

Distinct count123
Unique (%)12.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.950544016
Minimum0
Maximum54.8
Zeros (%)57.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q32.8
95-th percentile16.5
Maximum54.8
Range54.8
Interquartile range2.8

Descriptive statistics

Standard deviation6.176692633
Coef of variation2.093408063
Kurtosis12.99642782
Mean2.950544016
MAD4.040678354
Skewness3.168925629
Sum2983
Variance38.15153188
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.1 0.9 1.7 7.3 17.3 29. 54.8], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 584 57.8%
 
0.2 29 2.9%
 
0.4 21 2.1%
 
0.6 19 1.9%
 
0.8 17 1.7%
 
1.6 14 1.4%
 
1 13 1.3%
 
1.2 13 1.3%
 
2 11 1.1%
 
6.6 10 1.0%
 
Other values (113) 280 27.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 584 57.8%
 
0.2 29 2.9%
 
0.4 21 2.1%
 
0.6 19 1.9%
 
0.8 17 1.7%
 

Maximum 5 values

ValueCountFrequency (%) 
54.8 1 0.1%
 
46.4 1 0.1%
 
39.4 1 0.1%
 
35.2 1 0.1%
 
33.4 1 0.1%
 

temp_DAL
Numeric

Distinct count305
Unique (%)30.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean21.18278932
Minimum-4.9
Maximum36.1
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-4.9
5-th percentile5.7
Q115
Median22.6
Q328.6
95-th percentile32.2
Maximum36.1
Range41
Interquartile range13.6

Descriptive statistics

Standard deviation8.626627012
Coef of variation0.4072469816
Kurtosis-0.4749239543
Mean21.18278932
MAD7.242832698
Skewness-0.5755999989
Sum21415.8
Variance74.4186936
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-4.9 1.45 8.05 13.45 27.05 32.65 33.45 36.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
28.2 13 1.3%
 
29.9 11 1.1%
 
30.6 10 1.0%
 
31.3 10 1.0%
 
29.2 10 1.0%
 
23.1 9 0.9%
 
31.2 9 0.9%
 
27.8 9 0.9%
 
30.4 9 0.9%
 
19.3 9 0.9%
 
Other values (295) 912 90.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-4.9 1 0.1%
 
-4.8 1 0.1%
 
-4.7 1 0.1%
 
-4.3 1 0.1%
 
-3.3 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
36.1 2 0.2%
 
35.9 1 0.1%
 
35.8 1 0.1%
 
35.7 1 0.1%
 
34.6 1 0.1%
 

temp_GUA
Numeric

Distinct count151
Unique (%)14.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean18.78971316
Minimum0
Maximum29.1
Zeros (%)11.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q118
Median20.9
Q322.8
95-th percentile25.7
Maximum29.1
Range29.1
Interquartile range4.8

Descriptive statistics

Standard deviation7.205710951
Coef of variation0.3834923339
Kurtosis2.268275802
Mean18.78971316
MAD4.951074677
Skewness-1.79720052
Sum18996.4
Variance51.92227031
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 4.55 12.45 15.65 19.05 20.65 22.85 24.35 26.85 29.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 111 11.0%
 
20.7 22 2.2%
 
21.2 21 2.1%
 
21.7 20 2.0%
 
20.8 18 1.8%
 
21.4 18 1.8%
 
21.9 17 1.7%
 
22.6 17 1.7%
 
22.3 16 1.6%
 
21.3 15 1.5%
 
Other values (141) 736 72.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 111 11.0%
 
9.1 1 0.1%
 
11.5 1 0.1%
 
12.3 1 0.1%
 
12.6 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
29.1 1 0.1%
 
28.9 1 0.1%
 
28.3 1 0.1%
 
27.8 1 0.1%
 
27.7 1 0.1%
 

temp_HUS
Highly correlated

This variable is highly correlated with temp_DAL and should be ignored for analysis

Correlation0.9295253638

temp_JUA
Numeric

Distinct count291
Unique (%)28.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean21.05262117
Minimum-0.8
Maximum36.7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.8
5-th percentile7.45
Q114.6
Median22.5
Q327.7
95-th percentile32.2
Maximum36.7
Range37.5
Interquartile range13.1

Descriptive statistics

Standard deviation8.051760803
Coef of variation0.3824588273
Kurtosis-0.9171470505
Mean21.05262117
MAD6.924973462
Skewness-0.3527126344
Sum21284.2
Variance64.83085203
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.8 4.15 6.75 10.25 23.85 33.45 36.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24.1 11 1.1%
 
26.7 10 1.0%
 
27.2 10 1.0%
 
22.6 9 0.9%
 
30.8 9 0.9%
 
26.5 9 0.9%
 
27.9 9 0.9%
 
29.2 9 0.9%
 
26.6 8 0.8%
 
10.9 8 0.8%
 
Other values (281) 919 90.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.8 1 0.1%
 
-0.4 1 0.1%
 
1.2 1 0.1%
 
1.6 1 0.1%
 
1.7 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
36.7 1 0.1%
 
35.6 1 0.1%
 
34.3 2 0.2%
 
33.8 3 0.3%
 
33.7 2 0.2%
 

temp_LEO
Numeric

Distinct count135
Unique (%)13.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean11.14322453
Minimum0
Maximum32.3
Zeros (%)51.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q322.7
95-th percentile26.7
Maximum32.3
Range32.3
Interquartile range22.7

Descriptive statistics

Standard deviation11.59171098
Coef of variation1.040247457
Kurtosis-1.856087401
Mean11.14322453
MAD11.37468617
Skewness0.1451367283
Sum11265.8
Variance134.3677635
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 6.1 12.85 16.85 20.55 25.65 27.85 30.1 32.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 516 51.0%
 
22.3 12 1.2%
 
22.6 10 1.0%
 
23.6 10 1.0%
 
21.7 9 0.9%
 
23.3 9 0.9%
 
23.9 9 0.9%
 
24.4 9 0.9%
 
21.9 9 0.9%
 
24.1 9 0.9%
 
Other values (125) 409 40.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 516 51.0%
 
12.2 1 0.1%
 
13.5 1 0.1%
 
13.9 1 0.1%
 
14.8 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
32.3 1 0.1%
 
30.2 1 0.1%
 
30 2 0.2%
 
29.8 1 0.1%
 
29.6 1 0.1%
 

temp_MEX
Numeric

Distinct count128
Unique (%)12.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean16.02967359
Minimum0
Maximum26.1
Zeros (%)11.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q115.8
Median17.7
Q319.5
95-th percentile22.4
Maximum26.1
Range26.1
Interquartile range3.7

Descriptive statistics

Standard deviation6.360784075
Coef of variation0.3968130754
Kurtosis2.001044208
Mean16.02967359
MAD4.285937771
Skewness-1.739864978
Sum16206
Variance40.45957405
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 2.9 10.1 12.95 15.05 ... 19.85 20.95 22.75 24.15 26.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 120 11.9%
 
17.4 22 2.2%
 
18.8 22 2.2%
 
18.1 21 2.1%
 
17.3 20 2.0%
 
16.6 19 1.9%
 
18.2 19 1.9%
 
17.7 18 1.8%
 
19.2 18 1.8%
 
17.6 18 1.8%
 
Other values (118) 714 70.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 120 11.9%
 
5.8 1 0.1%
 
7.4 1 0.1%
 
8.3 1 0.1%
 
9.4 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26.1 1 0.1%
 
25.3 1 0.1%
 
24.6 1 0.1%
 
24.3 2 0.2%
 
24 3 0.3%
 

temp_MON
Numeric

Distinct count382
Unique (%)37.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.570919881
Minimum-21.8
Maximum30
Zeros (%)3.5%
Mini histogram

Quantile statistics

Minimum-21.8
5-th percentile-11.15
Q10
Median9.3
Q318.65
95-th percentile24.6
Maximum30
Range51.8
Interquartile range18.65

Descriptive statistics

Standard deviation11.52231434
Coef of variation1.34434979
Kurtosis-0.9309663255
Mean8.570919881
MAD9.983450883
Skewness-0.2585312324
Sum8665.2
Variance132.7637278
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-21.8 -13.75 -5.75 -0.1 0.05 16.85 24.35 26.75 30. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 35 3.5%
 
-1.3 9 0.9%
 
17.3 8 0.8%
 
20.9 7 0.7%
 
21.8 7 0.7%
 
23.1 7 0.7%
 
-2.3 6 0.6%
 
-3.3 6 0.6%
 
12.7 6 0.6%
 
0.6 6 0.6%
 
Other values (372) 914 90.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-21.8 1 0.1%
 
-21.7 1 0.1%
 
-20.3 1 0.1%
 
-19 1 0.1%
 
-18.8 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30 1 0.1%
 
29.9 1 0.1%
 
29.8 1 0.1%
 
28.6 1 0.1%
 
28.2 1 0.1%
 

temp_PEU
Numeric

Distinct count112
Unique (%)11.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean16.45756677
Minimum0
Maximum22.8
Zeros (%)5.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.95
Q115.8
Median17.3
Q318.7
95-th percentile20.5
Maximum22.8
Range22.8
Interquartile range2.9

Descriptive statistics

Standard deviation4.343707138
Coef of variation0.2639337394
Kurtosis7.694887231
Mean16.45756677
MAD2.617947973
Skewness-2.67974589
Sum16638.6
Variance18.8677917
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 3.95 10.15 12.65 13.55 15.65 18.95 19.85 21.35 22.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 51 5.0%
 
17.2 34 3.4%
 
18.6 26 2.6%
 
16.8 24 2.4%
 
17.9 23 2.3%
 
18.4 23 2.3%
 
17.3 23 2.3%
 
17.7 22 2.2%
 
18.8 22 2.2%
 
17.8 21 2.1%
 
Other values (102) 742 73.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 51 5.0%
 
7.9 1 0.1%
 
8.6 1 0.1%
 
8.8 1 0.1%
 
9.2 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
22.8 1 0.1%
 
22.3 2 0.2%
 
22.2 1 0.1%
 
22.1 1 0.1%
 
21.9 2 0.2%
 

temp_PHO
Numeric

Distinct count300
Unique (%)29.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean25.54737883
Minimum5.2
Maximum40.7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5.2
5-th percentile11.9
Q118.9
Median25.5
Q333.15
95-th percentile37.3
Maximum40.7
Range35.5
Interquartile range14.25

Descriptive statistics

Standard deviation8.266911293
Coef of variation0.3235913691
Kurtosis-1.055150845
Mean25.54737883
MAD7.129918278
Skewness-0.169760944
Sum25828.4
Variance68.34182233
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 5.2 9.55 13.25 32.35 36.95 38.45 40.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24.6 10 1.0%
 
32.6 9 0.9%
 
35.7 9 0.9%
 
34.8 9 0.9%
 
34.7 9 0.9%
 
33.1 9 0.9%
 
18.9 8 0.8%
 
20.9 8 0.8%
 
22.2 8 0.8%
 
32.4 8 0.8%
 
Other values (290) 924 91.4%
 

Minimum 5 values

ValueCountFrequency (%) 
5.2 1 0.1%
 
5.6 1 0.1%
 
5.9 1 0.1%
 
6.1 1 0.1%
 
6.3 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40.7 1 0.1%
 
40.6 1 0.1%
 
40.5 1 0.1%
 
40.3 1 0.1%
 
40 1 0.1%
 

temp_SDO
Numeric

Distinct count152
Unique (%)15.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean18.56587537
Minimum9.7
Maximum28.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum9.7
5-th percentile13.55
Q116.4
Median18.2
Q320.85
95-th percentile23.85
Maximum28.4
Range18.7
Interquartile range4.45

Descriptive statistics

Standard deviation3.255966754
Coef of variation0.1753737268
Kurtosis-0.2880539248
Mean18.56587537
MAD2.654024132
Skewness0.151050751
Sum18770.1
Variance10.60131951
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 9.7 11. 13.55 15.95 17.75 21.95 23.85 25.5 28.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.6 24 2.4%
 
16.9 22 2.2%
 
17.1 20 2.0%
 
17.7 19 1.9%
 
17.3 19 1.9%
 
19.9 18 1.8%
 
17.4 17 1.7%
 
17.6 17 1.7%
 
16.4 16 1.6%
 
16.1 15 1.5%
 
Other values (142) 824 81.5%
 

Minimum 5 values

ValueCountFrequency (%) 
9.7 1 0.1%
 
10 1 0.1%
 
10.6 1 0.1%
 
10.9 1 0.1%
 
11.1 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
28.4 1 0.1%
 
28.2 1 0.1%
 
28.1 1 0.1%
 
27.9 1 0.1%
 
27.7 1 0.1%
 

temp_TOR
Highly correlated

This variable is highly correlated with temp_MON and should be ignored for analysis

Correlation0.9020876494

temp_TUL
Highly correlated

This variable is highly correlated with temp_DAL and should be ignored for analysis

Correlation0.9617851125

temp_VAN
Numeric

Distinct count242
Unique (%)23.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.9
Minimum-5.2
Maximum22.7
Zeros (%)1.3%
Mini histogram

Quantile statistics

Minimum-5.2
5-th percentile0
Q16.5
Median10.6
Q316.3
95-th percentile19.7
Maximum22.7
Range27.9
Interquartile range9.8

Descriptive statistics

Standard deviation6.119460922
Coef of variation0.5614184332
Kurtosis-0.8071231357
Mean10.9
MAD5.188130564
Skewness-0.2180356236
Sum11019.9
Variance37.44780198
Memory size8.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-5.2 -0.05 0.05 2.55 5.95 10.75 14.65 19.55 21.15 22.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 13 1.3%
 
14.8 11 1.1%
 
17.8 10 1.0%
 
16.4 10 1.0%
 
9.2 10 1.0%
 
6.9 10 1.0%
 
9.3 10 1.0%
 
18.2 10 1.0%
 
10.3 9 0.9%
 
9.7 9 0.9%
 
Other values (232) 909 89.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-5.2 1 0.1%
 
-4.2 1 0.1%
 
-4 1 0.1%
 
-3.9 1 0.1%
 
-3.7 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
22.7 2 0.2%
 
22.5 3 0.3%
 
22.2 1 0.1%
 
22.1 2 0.2%
 
21.9 1 0.1%
 

UD_ind_copper
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
660
1
351
ValueCountFrequency (%) 
0 660 65.3%
 
1 351 34.7%
 

UD_ind_live_cattle
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
655
1
356
ValueCountFrequency (%) 
0 655 64.8%
 
1 356 35.2%
 

UD_ind_lumber
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
664
1
347
ValueCountFrequency (%) 
0 664 65.7%
 
1 347 34.3%
 

UD_ind_OJ
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
674
1
337
ValueCountFrequency (%) 
0 674 66.7%
 
1 337 33.3%
 

UD_ind_us_cotton
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
671
1
340
ValueCountFrequency (%) 
0 671 66.4%
 
1 340 33.6%
 

UD_ind_us_soybean_oil
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
683
1
328
ValueCountFrequency (%) 
0 683 67.6%
 
1 328 32.4%
 

UD_ind_us_wheat
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
675
1
336
ValueCountFrequency (%) 
0 675 66.8%
 
1 336 33.2%
 

UD_ind_WTI
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
607
1
404
ValueCountFrequency (%) 
0 607 60.0%
 
1 404 40.0%
 

Vol_Copper
Categorical

Distinct count347
Unique (%)34.3%
Missing (%)0.0%
Missing (n)0
0
313
0.32K
 
19
0.37K
 
12
Other values (344)
667
ValueCountFrequency (%) 
0 313 31.0%
 
0.32K 19 1.9%
 
0.37K 12 1.2%
 
0.35K 11 1.1%
 
0.41K 11 1.1%
 
0.38K 11 1.1%
 
0.42K 10 1.0%
 
0.22K 9 0.9%
 
0.29K 9 0.9%
 
0.00K 8 0.8%
 
Other values (337) 598 59.1%
 
Max length7
Mean length3.887240356
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vol_Live_Cattle
Categorical

Distinct count616
Unique (%)60.9%
Missing (%)0.0%
Missing (n)0
0
314
3.28K
 
4
0.60K
 
3
Other values (613)
690
ValueCountFrequency (%) 
0 314 31.1%
 
3.28K 4 0.4%
 
0.60K 3 0.3%
 
1.33K 3 0.3%
 
7.95K 3 0.3%
 
1.02K 3 0.3%
 
1.76K 3 0.3%
 
2.26K 3 0.3%
 
2.08K 3 0.3%
 
2.63K 3 0.3%
 
Other values (606) 669 66.2%
 
Max length7
Mean length4.118694362
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vol_Lumber
Categorical

Distinct count107
Unique (%)10.6%
Missing (%)0.0%
Missing (n)0
0
315
0.36K
 
20
0.24K
 
18
Other values (104)
658
ValueCountFrequency (%) 
0 315 31.2%
 
0.36K 20 2.0%
 
0.24K 18 1.8%
 
0.43K 17 1.7%
 
0.21K 17 1.7%
 
0.53K 17 1.7%
 
0.27K 16 1.6%
 
0.33K 14 1.4%
 
0.63K 14 1.4%
 
0.19K 14 1.4%
 
Other values (97) 549 54.3%
 
Max length5
Mean length3.753709199
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vol_OJ
Categorical

Distinct count175
Unique (%)17.3%
Missing (%)0.0%
Missing (n)0
0
361
0.01K
 
27
0.00K
 
19
Other values (172)
604
ValueCountFrequency (%) 
0 361 35.7%
 
0.01K 27 2.7%
 
0.00K 19 1.9%
 
0.73K 14 1.4%
 
0.59K 12 1.2%
 
0.58K 10 1.0%
 
0.02K 10 1.0%
 
0.70K 10 1.0%
 
0.74K 10 1.0%
 
0.69K 9 0.9%
 
Other values (165) 529 52.3%
 
Max length5
Mean length3.571711177
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vol_US_Cotton_2
Constant

This variable is constant and should be ignored for analysis

Constant value0

Vol_US_Soybean_Oil
Categorical

Distinct count603
Unique (%)59.6%
Missing (%)0.0%
Missing (n)0
0
329
0.11K
 
5
0.16K
 
5
Other values (600)
672
ValueCountFrequency (%) 
0 329 32.5%
 
0.11K 5 0.5%
 
0.16K 5 0.5%
 
0.10K 4 0.4%
 
0.08K 4 0.4%
 
0.04K 4 0.4%
 
0.32K 4 0.4%
 
0.68K 4 0.4%
 
0.03K 4 0.4%
 
0.69K 3 0.3%
 
Other values (593) 645 63.8%
 
Max length7
Mean length4.173095945
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vol_US_Wheat
Constant

This variable is constant and should be ignored for analysis

Constant value0

Vol_WTI
Categorical

Distinct count684
Unique (%)67.7%
Missing (%)0.0%
Missing (n)0
0
314
1.03M
 
3
1.01M
 
3
Other values (681)
691
ValueCountFrequency (%) 
0 314 31.1%
 
1.03M 3 0.3%
 
1.01M 3 0.3%
 
597.16K 2 0.2%
 
1.07M 2 0.2%
 
687.47K 2 0.2%
 
1.02M 2 0.2%
 
1.14M 2 0.2%
 
1.00M 2 0.2%
 
670.81K 2 0.2%
 
Other values (674) 677 67.0%
 
Max length7
Mean length5.056379822
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Correlations

Missing values

Sample

First rows

Change_%_CopperChange_%_Live_CattleChange_%_LumberChange_%_WTIChange_OJChange_US_Cotton_2Change_US_Soybean_OilChange_US_Wheatdateprecip_DALprecip_GUAprecip_HUSprecip_JUAprecip_LEOprecip_MEXprecip_MONprecip_PHOprecip_PUEprecip_SDOprecip_TORprecip_TULprecip_VANtemp_DALtemp_GUAtemp_HUStemp_JUAtemp_LEOtemp_MEXtemp_MONtemp_PEUtemp_PHOtemp_SDOtemp_TORtemp_TULtemp_VANUD_ind_copperUD_ind_live_cattleUD_ind_lumberUD_ind_OJUD_ind_us_cottonUD_ind_us_soybean_oilUD_ind_us_wheatUD_ind_WTIVol_CopperVol_Live_CattleVol_LumberVol_OJVol_US_Cotton_2Vol_US_Soybean_OilVol_US_WheatVol_WTI
0000000002017-01-012.50.00.84.60.00.01.75.10.00.00.00.00.012.50.019.610.30.016.7-2.014.613.312.21.33.3-0.10.00.00.00.00.00.00.00.000000000
10000.58%00002017-01-029.90.026.70.00.00.00.40.00.00.00.00.00.017.90.021.07.80.018.2-0.818.211.513.63.111.4-2.30.00.00.00.00.00.00.01.000000000
2-0.68%-3.47%-0.38%-3.15%-0.56%1.50%0.44%-0.34%2017-01-030.00.00.00.00.00.010.30.00.00.011.30.00.012.620.517.39.60.016.0-2.415.811.213.63.66.7-3.70.00.00.00.01.01.00.00.00.59K29.26K0.33K0.03K03.98K0727.79K
32.70%0.70%-0.16%1.78%-0.48%2.40%1.19%2.86%2017-01-040.00.00.00.00.00.013.30.00.00.00.60.00.02.816.211.113.20.016.8-1.216.112.813.6-1.9-2.8-3.11.01.00.00.01.01.01.01.00.74K25.29K0.16K0.01K02.78K0512.64K
4-0.71%-0.52%0.13%0.94%-2.63%0.46%0.06%1.79%2017-01-050.00.00.50.00.00.00.20.00.04.10.00.00.02.80.011.813.70.020.1-7.615.113.314.6-7.8-3.5-3.00.00.01.00.01.01.01.01.00.31K24.51K0.19K0.08K02.34K0517.36K
50.32%-0.22%-0.76%0.43%-2.80%0.18%-0.66%-0.59%2017-01-060.50.02.80.00.00.00.30.00.00.00.00.30.0-3.30.05.611.90.018.9-9.814.815.414.9-8.9-7.60.61.00.00.00.01.00.00.01.00.34K24.09K0.22K0.05K01.95K0528.33K
6000000002017-01-070.00.00.00.00.00.00.00.00.00.00.00.00.0-4.70.0-0.71.60.016.5-12.615.111.914.7-9.1-6.7-1.10.00.00.00.00.00.00.00.000000000
7000000002017-01-080.00.00.00.00.00.00.40.00.00.00.00.011.01.20.02.55.80.00.0-14.412.115.117.0-9.7-2.32.00.00.00.00.00.00.00.00.000000000
8-0.32%1.48%-2.59%-3.76%-1.97%-1.26%1.44%1.00%2017-01-090.00.00.00.00.00.00.00.00.04.60.00.02.68.90.012.310.30.09.4-13.510.116.116.8-4.93.33.40.01.00.00.00.01.01.00.00.24K28.36K0.24K0.03K01.68K0564.89K
92.89%2.57%0.62%-2.19%-0.36%0.10%0.45%-0.06%2017-01-100.00.00.00.00.00.03.30.00.00.018.30.00.019.313.920.117.40.013.8-2.89.214.315.32.715.6-0.51.01.01.00.01.01.00.00.00.61K47.20K0.15K000.53K0632.57K

Last rows

Change_%_CopperChange_%_Live_CattleChange_%_LumberChange_%_WTIChange_OJChange_US_Cotton_2Change_US_Soybean_OilChange_US_Wheatdateprecip_DALprecip_GUAprecip_HUSprecip_JUAprecip_LEOprecip_MEXprecip_MONprecip_PHOprecip_PUEprecip_SDOprecip_TORprecip_TULprecip_VANtemp_DALtemp_GUAtemp_HUStemp_JUAtemp_LEOtemp_MEXtemp_MONtemp_PEUtemp_PHOtemp_SDOtemp_TORtemp_TULtemp_VANUD_ind_copperUD_ind_live_cattleUD_ind_lumberUD_ind_OJUD_ind_us_cottonUD_ind_us_soybean_oilUD_ind_us_wheatUD_ind_WTIVol_CopperVol_Live_CattleVol_LumberVol_OJVol_US_Cotton_2Vol_US_Soybean_OilVol_US_WheatVol_WTI
1001000000002019-11-240.00.00.00.00.00.00.00.00.00.00.00.00.011.317.013.410.10.016.30.016.015.816.92.98.37.20.00.00.00.00.00.00.00.000000000
10020.11%0.86%2.66%0.42%1.43%1.39%-1.42%2.80%2019-11-250.00.00.00.00.00.00.00.00.00.00.00.03.815.917.117.413.10.00.03.016.514.715.65.111.64.91.01.01.01.01.00.01.01.045.08K13.19K0.81K0.50K056.12K0420.64K
10031.31%0.58%-1.99%0.69%0.20%0.12%-0.72%-0.23%2019-11-260.00.00.00.00.00.00.00.00.00.00.00.04.818.419.123.914.70.018.06.816.413.716.18.013.53.81.01.00.01.01.00.00.01.048.30K9.40K0.79K0.65K049.60K0443.82K
1004-0.04%0.85%0.78%-0.51%0.05%0.02%0.50%-0.87%2019-11-270.00.00.321.60.00.014.50.00.07.15.70.00.011.420.321.77.621.320.53.018.211.915.57.97.14.20.01.01.01.01.01.00.00.077.57K15.22K0.35K0.46K022.89K0454.26K
1005-0.96%00-0.05%00-0.07%0.00%2019-11-2811.90.00.02.30.00.02.10.30.034.80.06.60.08.819.618.95.921.918.2-0.617.316.512.72.25.00.80.00.00.00.00.00.00.00.000000000
1006-0.30%-0.19%0.12%-5.01%-1.20%-0.85%0.23%3.04%2019-11-2913.00.00.00.00.00.00.017.80.06.90.09.40.09.819.422.210.621.50.0-4.918.113.913.1-1.25.8-0.40.00.01.00.00.01.01.00.072.15K9.15K0.21K0.40K04.48K0718.72K
1007000000002019-11-302.30.00.00.00.00.00.20.00.00.80.08.60.021.119.824.39.50.018.7-7.917.410.313.5-1.811.7-0.50.00.00.00.00.00.00.00.000000000
1008000000002019-12-010.00.00.00.00.00.00.00.00.00.013.00.06.411.919.918.37.20.021.3-8.717.611.214.4-1.76.3-0.30.00.00.00.00.00.00.00.000000000
1009-0.41%-0.37%-1.82%1.43%-2.18%-0.70%-1.54%-0.85%2019-12-020.00.00.00.00.00.00.00.00.00.05.90.09.69.119.112.67.60.016.3-4.917.313.414.6-1.93.43.60.00.00.00.00.00.00.01.064.21K9.93K0.32K1.51K07.88K0616.42K
1010-1.06%-0.17%-2.74%0.25%0.21%-1.20%0.10%-2.30%2019-12-030.00.00.00.00.00.00.00.00.00.00.50.01.411.618.812.99.00.018.8-2.117.013.715.2-2.46.96.90.00.00.01.00.01.00.01.080.85K7.30K0.53K1.38K04.26K0560.55K